https://github.com/huggingface/sentence-transformers

Score: 32.92488445204669

Last synced: about 2 hours ago
JSON representation

Repository metadata:

State-of-the-Art Embeddings, Retrieval, and Reranking

Host: GitHub
URL: https://github.com/huggingface/sentence-transformers
Owner: huggingface
License: apache-2.0
Created: 2019-07-24T10:53:51.000Z (about 7 years ago)
Default Branch: main
Last Pushed: 2026-08-21T06:52:41.000Z (5 days ago)
Last Synced: 2026-08-23T17:42:56.323Z (3 days ago)
Language: Python
Homepage: https://www.sbert.net
Size: 43.2 MB
Stars: 19,029
Watchers: 148
Forks: 2,862
Open Issues: 1,318
Metadata Files:
- Readme: README.md
- License: LICENSE
- Security: SECURITY.md
- Notice: NOTICE.txt

Owner metadata:

Name: Hugging Face
Login: huggingface
Email:
Kind: organization
Description: The AI community building the future.
Website: https://huggingface.co/
Location: NYC + Paris
Twitter: huggingface
Company:
Icon url: https://avatars.githubusercontent.com/u/25720743?v=4
Repositories: 474
Last Synced at: 2026-08-22T02:26:21.821Z
Profile URL: https://github.com/huggingface

GitHub Events

Total

Create event: 26
Delete event: 5
Fork event: 32
Issue comment event: 109
Issues event: 30
Member event: 3
Pull request event: 51
Pull request review comment event: 48
Pull request review event: 43
Push event: 104
Release event: 2
Watch event: 268
Total: 721

Last Year

Create event: 26
Delete event: 5
Fork event: 32
Issue comment event: 109
Issues event: 30
Member event: 3
Pull request event: 51
Pull request review comment event: 48
Pull request review event: 43
Push event: 104
Release event: 2
Watch event: 268
Total: 721

Committers metadata

Last synced: 1 day ago

Total Commits: 2,758
Total Committers: 289
Avg Commits per committer: 9.543
Development Distribution Score (DDS): 0.595

Commits in past year: 721
Committers in past year: 68
Avg Commits per committer in past year: 10.603
Development Distribution Score (DDS) in past year: 0.187

Name	Email	Commits
Tom Aarsen	C**v@g**m	1118
Nils Reimers	r**s@w**e	806
arthurbr11	a**2@i**m	285
Omkar Kabde	o**e@g**m	27
milistu	s**8@g**m	18
PhilipMay	e**o@g**m	17
Florian Maas	f**s@g**m	16
cpcdoy	c**y@g**m	14
JINO ROHIT	f**t@g**m	12
osanseviero	o**o@g**m	11
Sidhant Sundrani	s**6@o**m	10
dependabot[bot]	4****]	10
kddubey	k**3@g**m	7
kwang2049	k**9@g**m	7
Michael Feil	6****l	6
Mingi Jeong	4****n	6
Stephan Tulkens	s**l@g**m	6
Youngjoon Jang	8****g	6
pesuchin	7****n	6
Roman Solomatin	s**n@g**m	6
Arthur Câmara	c**a@z**m	5
John Eckberg	9****g	5
Andrew Kittredge	a**e@g**m	4
Filip Karlo Došilović	f**c@g**m	4
Manny Cortes	p**c@g**m	4
Singaraj B	s**i@g**m	4
Yuichi Tateno (secon)	h****h	4
Vineeth Sai	v**4@g**m	4
Nils Reimers	r**s@m**e	4
Alex Hedges	a**1@g**m	3
and 259 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 58
Total pull requests: 179
Average time to close issues: almost 2 years
Average time to close pull requests: 7 days
Total issue authors: 51
Total pull request authors: 65
Average comments per issue: 3.55
Average comments per pull request: 1.3
Merged pull request: 128
Bot issues: 0
Bot pull requests: 9

Past year issues: 45
Past year pull requests: 178
Past year average time to close issues: 10 days
Past year average time to close pull requests: 5 days
Past year issue authors: 40
Past year pull request authors: 64
Past year average comments per issue: 2.53
Past year average comments per pull request: 1.29
Past year merged pull request: 128
Past year bot issues: 0
Past year bot pull requests: 9

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/huggingface/sentence-transformers

Top Issue Authors

NewUserHa (3)
Incheonkirin (2)
cpcdoy (2)
bobox2997 (2)
LK-maker-007 (2)
shainaraza (2)
chrisss404 (1)
Adrizzledefizzle (1)
crushonyou2 (1)
regstuff (1)
CFionaBF (1)
janandreschweiger (1)
Shubh3005 (1)
Rhyx14 (1)
spartan8806 (1)

Top Pull Request Authors

tomaarsen (60)
omkar-334 (18)
dependabot[bot] (8)
vineethsaivs (7)
LK-maker-007 (7)
eSVeeF (4)
Incheonkirin (4)
yjoonjang (4)
kurtmckee (3)
ErenAta16 (3)
Kropiunig (3)
RavSinghChandan (2)
Kaif10 (2)
Samoed (2)
KisuYang (2)

Top Issue Labels

bug (3)
good first issue (1)

Top Pull Request Labels

github_actions (8)
dependencies (8)
enhancement (1)
dependabot (1)

Package metadata

Total packages: 5
Total downloads:
- pypi: 33,142,604 last-month
- conda: 4,272 total
Total docker downloads: 707,752
Total dependent packages: 710 (may contain duplicates)
Total dependent repositories: 5,182 (may contain duplicates)
Total versions: 163
Total maintainers: 3

pypi.org: sentence-transformers

Embeddings, Retrieval, and Reranking

Homepage: https://www.SBERT.net
Documentation: https://sentence-transformers.readthedocs.io/
Licenses: Apache-2.0
Latest release: 6.0.0 (published 8 days ago)
Last Synced: 2026-08-25T14:33:25.571Z (1 day ago)
Versions: 82
Dependent Packages: 710
Dependent Repositories: 5,182
Downloads: 33,142,604 Last month
Docker Downloads: 707,752
Rankings:
- Dependent packages count: 0.044%
- Dependent repos count: 0.139%
- Stargazers count: 0.16%
- Downloads: 0.189%
- Average: 0.327%
- Forks count: 0.327%
- Docker downloads count: 1.102%
Maintainers (2)
- tomaarsen
- nreimers

proxy.golang.org: github.com/huggingface/sentence-transformers

Homepage:
Documentation: https://pkg.go.dev/github.com/huggingface/sentence-transformers#section-documentation
Licenses: apache-2.0
Latest release: v6.0.0+incompatible (published 6 days ago)
Last Synced: 2026-08-25T14:34:14.444Z (1 day ago)
Versions: 71
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.644%
- Average: 4.8%
- Dependent repos count: 4.956%

anaconda.org: sentence-transformers

This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa etc. and achieve state-of-the-art performance in various task. Text is embedding in vector space such that similar text is close and can efficiently be found using cosine similarity.

Homepage: https://www.sbert.net
Licenses: Apache-2.0
Latest release: 5.6.0 (published 2 months ago)
Last Synced: 2026-06-24T09:57:00.059Z (2 months ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 4,272 Total
Rankings:
- Dependent packages count: 43.243%
- Average: 45.392%
- Dependent repos count: 47.541%

nixpkgs-unstable: python314Packages.sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

Homepage: https://github.com/huggingface/sentence-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/sentence-transformers/default.nix#L176
Licenses: Apache-2.0
Latest release: 5.2.3 (published 6 months ago)
Last Synced: 2026-04-14T17:04:12.856Z (4 months ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- dit7ya

nixpkgs-unstable: python313Packages.sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

Homepage: https://github.com/huggingface/sentence-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/sentence-transformers/default.nix#L176
Licenses: Apache-2.0
Latest release: 5.2.3 (published 6 months ago)
Last Synced: 2026-04-10T18:04:47.048Z (5 months ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- dit7ya

Dependencies

.github/workflows/quality.yml actions

actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
actions/setup-python 5fda3b95a4ea91299a34e894583c3862153e4b97 composite
astral-sh/setup-uv c771a70e6277c0a99b617c7a806ffedaca235ff9 composite

.github/workflows/min-versions.yml actions

actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
actions/setup-python 5fda3b95a4ea91299a34e894583c3862153e4b97 composite
astral-sh/setup-uv c771a70e6277c0a99b617c7a806ffedaca235ff9 composite

.github/workflows/tests.yml actions

actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
actions/setup-python 5fda3b95a4ea91299a34e894583c3862153e4b97 composite
astral-sh/setup-uv c771a70e6277c0a99b617c7a806ffedaca235ff9 composite

pyproject.toml pypi

huggingface-hub >=0.23.0
numpy >=1.20.0
scikit-learn >=0.22.0
scipy >=1.0.0
tokenizers >=0.19
torch >=1.11.0
tqdm >=4.0.0
transformers >=4.41.0,<6.0.0
typing-extensions >=4.5.0

.github/workflows/sync-skills.yml actions

actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
actions/create-github-app-token bcd2ba49218906704ab6c1aa796996da409d3eb1 composite
astral-sh/setup-uv c771a70e6277c0a99b617c7a806ffedaca235ff9 composite
peter-evans/create-pull-request 5f6978faf089d4d20b00c7766989d076bb2fc7f1 composite

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